This Friday, there is a talk on Personalized Medicine and Artificial Intelligence given by Michael Kosorok from Department of Biostatistics at University of North Carolina at Chapel Hill. The following materials could be helpful to get some idea of this area:
- Active Learning for Developing Personalized Treatment a new paper from arxiv.
- From Statistical Genetics to Predictive Models in Personalized Medicine a workshop from NIPS 2011.
- Machine Learning for Personalized Medicine: Will This Drug Give Me a Heart Attack?
- A paper written by Michael Kosorok, Penalized Q-Learning for Dynamic Treatment Regimes